In the spring of 2018, we conducted the Data Science survey where we asked people from all over the world working with data to tell us about their work, tools, and practices. We distributed this survey via targeted ads on Facebook, LinkedIn, and Twitter to reduce any possible bias in the results towards our JetBrains audience. We collected about 400 sets of responses from the USA, Japan, and China